Predicting the possibility of escalation of care for specific cohorts admitted to ICU

Description

To predict the possibility of escalation of care for specific cohorts admitted to Keck ICU,), on the following: • Increase in pressors • Intubation • Trip to operating room within 24 hours • Starting dialysis The objective is to predict on a real-time/near real-time basis, whether someone is likely to require escalated care as defined above. Prediction of the likelihood of such a care escalation need is assumed to be an optional/secondary requirement at this stage.

Students

• Ho Ko

• Vatsal Khandor

Advisors

• Neil Bahroos

Skills Required by the team

• Statistics
• R